Individualized Multidirectional Variable Selection
Work
Year: 2020
Type: article
Abstract: In this article, we propose a heterogeneous modeling framework which achieves individual-wise feature selection and heterogeneous covariates’ effects subgrouping simultaneously. In contrast to convent... more
Authors Xiwei Tang, Fei Xue, Annie Qu
Institutions University of Virginia, University of Pennsylvania, University of California, Irvine, University of Illinois Urbana-Champaign
Cites: 56
Cited by: 37
Related to: 10
FWCI: 2.936
Citation percentile (by year/subfield): 99.98
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Sustainable Development Goal Good health and well-being
Open Access status: green
Grant IDS 190, DMS-, 198